Proceedings of the 2022 3rd International Conference on Artificial Intelligence and Education (IC-ICAIE 2022)

Bidirectional Transformer for Android Based Image Icon Text Generation

Authors
Chuyi Yu1, *, Ying Ma1, Jianmin Li1
1Computer and Imformation Engineering, Xiamen Universicity of Teconology, No.600 Ligong Road Jimei District, Xiamen, 361024, Fujian Province, China
*Corresponding author. Email: yucy_2661@163.com
Corresponding Author
Chuyi Yu
Available Online 27 December 2022.
DOI
10.2991/978-94-6463-040-4_95How to use a DOI?
Keywords
Image Caption; Natural Language Processing; Encoder-Decoder Framework
Abstract

The image caption task is an important manifestation of the fusion of computer vision and natural language processing development in deep learning. The Image Caption task, which is an advanced kind of image comprehension, can effectively grasp image information and produce accurate and concise natural language descriptions to users. It has gotten a lot of attention in the subject of art intelligence, and it has a lot of uses in the field of assisting visually impaired guides and human-computer interaction. This research primarily presents a deep learning-based solution for completing the natural language generation task based on images and symbols in Android. The encoder-decoder framework is used as the core structure to help visually impaired persons interact with mobile phones.

Copyright
© 2023 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title
Proceedings of the 2022 3rd International Conference on Artificial Intelligence and Education (IC-ICAIE 2022)
Series
Atlantis Highlights in Computer Sciences
Publication Date
27 December 2022
ISBN
978-94-6463-040-4
ISSN
2589-4900
DOI
10.2991/978-94-6463-040-4_95How to use a DOI?
Copyright
© 2023 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

TY  - CONF
AU  - Chuyi Yu
AU  - Ying Ma
AU  - Jianmin Li
PY  - 2022
DA  - 2022/12/27
TI  - Bidirectional Transformer for Android Based Image Icon Text Generation
BT  - Proceedings of the 2022 3rd International Conference on Artificial Intelligence and Education (IC-ICAIE 2022)
PB  - Atlantis Press
SP  - 627
EP  - 632
SN  - 2589-4900
UR  - https://doi.org/10.2991/978-94-6463-040-4_95
DO  - 10.2991/978-94-6463-040-4_95
ID  - Yu2022
ER  -